{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Halcyon - Aerospace Team Graz - 2023\n",
    "\n",
    "Launched at EuRoC'23, allowing the team to become the Overall Champions.\n",
    "Permission to use flight data given by Dorothea Krasser, 2024.\n",
    "\n",
    "These results were extracted out of the flight card:\n",
    "\n",
    "1. Team number: `1`\n",
    "2. Launch date: `October 13th, 2023. around 14hrs local time`\n",
    "3. Last simulated apogee before flight: `3163 m` (this value differs from the simulation shown below because of the updates to rocketpy software)\n",
    "4. Official recorded apogee: `3450 m`\n",
    "\n",
    "The relative error of altitude apogee is only `9.1%`\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import datetime\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from rocketpy import Environment, Flight, Function, Rocket\n",
    "from rocketpy.motors import CylindricalTank, Fluid, HybridMotor\n",
    "from rocketpy.motors.tank import MassFlowRateBasedTank\n",
    "\n",
    "plt.style.use(\"seaborn-v0_8-colorblind\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "tomorrow = datetime.date(2023, 10, 13) + datetime.timedelta(days=1)\n",
    "\n",
    "Env = Environment(\n",
    "    latitude=39.388692,\n",
    "    longitude=-8.287814,\n",
    "    elevation=130,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The team preferred to set a custom atmospheric model. However, for better resolution, this examples will only run the windy atmosphere that was registered in windy. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "Env.set_date((tomorrow.year, tomorrow.month, tomorrow.day, 12))\n",
    "\n",
    "Env.set_atmospheric_model(\n",
    "    type=\"custom_atmosphere\",\n",
    "    pressure=None,\n",
    "    temperature=300,\n",
    "    wind_u=[(0, 8), (1000, 10)],\n",
    "    wind_v=[(0, 0), (500, 0), (1600, 0)],\n",
    ")\n",
    "\n",
    "Env.max_expected_height = 5000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Gravity Details\n",
      "\n",
      "Acceleration of gravity at surface level:    9.8008 m/s²\n",
      "Acceleration of gravity at   5.000 km (ASL): 9.7857 m/s²\n",
      "\n",
      "\n",
      "Launch Site Details\n",
      "\n",
      "Launch Date: 2023-10-14 12:00:00 UTC\n",
      "Launch Site Latitude: 39.38869°\n",
      "Launch Site Longitude: -8.28781°\n",
      "Reference Datum: SIRGAS2000\n",
      "Launch Site UTM coordinates: 44507.97 W    4373270.52 N\n",
      "Launch Site UTM zone: 30S\n",
      "Launch Site Surface Elevation: 130.0 m\n",
      "\n",
      "\n",
      "Atmospheric Model Details\n",
      "\n",
      "Atmospheric Model Type: custom_atmosphere\n",
      "custom_atmosphere Maximum Height: 5.000 km\n",
      "\n",
      "Surface Atmospheric Conditions\n",
      "\n",
      "Surface Wind Speed: 8.29 m/s\n",
      "Surface Wind Direction: 270.00°\n",
      "Surface Wind Heading: 90.00°\n",
      "Surface Pressure: 997.99 hPa\n",
      "Surface Temperature: 300.00 K\n",
      "Surface Air Density: 1.159 kg/m³\n",
      "Surface Speed of Sound: 347.22 m/s\n",
      "\n",
      "\n",
      "Earth Model Details\n",
      "\n",
      "Earth Radius at Launch site: 6369.57 km\n",
      "Semi-major Axis: 6378.14 km\n",
      "Semi-minor Axis: 6356.75 km\n",
      "Flattening: 0.0034\n",
      "\n",
      "\n",
      "Atmospheric Model Plots\n",
      "\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 900x450 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Env.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Environment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Gravity Details\n",
      "\n",
      "Acceleration of gravity at surface level:    9.8066 m/s²\n",
      "Acceleration of gravity at   4.000 km (ASL): 9.8066 m/s²\n",
      "\n",
      "\n",
      "Launch Site Details\n",
      "\n",
      "Launch Date: 2023-10-13 13:00:00 UTC | 2023-10-13 14:00:00 Portugal\n",
      "Launch Site Latitude: 39.38869°\n",
      "Launch Site Longitude: -8.28781°\n",
      "Reference Datum: WGS84\n",
      "Launch Site UTM coordinates: 44507.97 W    4373270.52 N\n",
      "Launch Site UTM zone: 30S\n",
      "Launch Site Surface Elevation: 130.0 m\n",
      "\n",
      "\n",
      "Atmospheric Model Details\n",
      "\n",
      "Atmospheric Model Type: Reanalysis\n",
      "Reanalysis Maximum Height: 4.000 km\n",
      "Reanalysis Time Period: from 2023-10-12 08:00:00 to 2023-10-15 18:00:00 utc\n",
      "Reanalysis Hour Interval: 1 hrs\n",
      "Reanalysis Latitude Range: From 40.0° to 39.0°\n",
      "Reanalysis Longitude Range: From -9.0° to -7.0°\n",
      "\n",
      "Surface Atmospheric Conditions\n",
      "\n",
      "Surface Wind Speed: 3.80 m/s\n",
      "Surface Wind Direction: 160.86°\n",
      "Surface Wind Heading: 340.86°\n",
      "Surface Pressure: 1000.00 hPa\n",
      "Surface Temperature: 296.79 K\n",
      "Surface Air Density: 1.174 kg/m³\n",
      "Surface Speed of Sound: 345.36 m/s\n",
      "\n",
      "\n",
      "Earth Model Details\n",
      "\n",
      "Earth Radius at Launch site: 6369.57 km\n",
      "Semi-major Axis: 6378.14 km\n",
      "Semi-minor Axis: 6356.75 km\n",
      "Flattening: 0.0034\n",
      "\n",
      "\n",
      "Atmospheric Model Plots\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x450 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "env = Environment(\n",
    "    gravity=9.80665,\n",
    "    date=(2023, 10, 13, 14),\n",
    "    latitude=39.388692,\n",
    "    longitude=-8.287814,\n",
    "    elevation=130,\n",
    "    datum=\"WGS84\",\n",
    "    timezone=\"Portugal\",\n",
    ")\n",
    "\n",
    "# env.set_atmospheric_model(type=\"Windy\", file=\"ECMWF\")\n",
    "# env.max_expected_height = 4000\n",
    "# env.info()\n",
    "\n",
    "env.set_atmospheric_model(\n",
    "    type=\"Reanalysis\",\n",
    "    file=\"../../data/weather/euroc_2023_all_windows.nc\",\n",
    "    dictionary=\"ECMWF\",\n",
    ")\n",
    "env.max_expected_height = 4000\n",
    "env.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Motor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "oxidizer_liq = Fluid(name=\"N2O_l\", density=960)\n",
    "oxidizer_gas = Fluid(name=\"N2O_g\", density=1.9277)\n",
    "\n",
    "tank_shape = CylindricalTank(70 / 1000, 320 / 1000)\n",
    "\n",
    "oxidizer_tank = MassFlowRateBasedTank(\n",
    "    name=\"oxidizer_tank\",\n",
    "    geometry=tank_shape,\n",
    "    flux_time=(5),\n",
    "    initial_liquid_mass=4.2,\n",
    "    initial_gas_mass=0,\n",
    "    liquid_mass_flow_rate_in=0,\n",
    "    liquid_mass_flow_rate_out=4.2 / 5,\n",
    "    gas_mass_flow_rate_in=0,\n",
    "    gas_mass_flow_rate_out=0,\n",
    "    liquid=oxidizer_liq,\n",
    "    gas=oxidizer_gas,\n",
    ")\n",
    "\n",
    "hybrid_motor = HybridMotor(\n",
    "    thrust_source=\"../../data/rockets/astg/engine_Halcyon_4thHotfire.eng\",\n",
    "    dry_mass=10670 / 1000,\n",
    "    dry_inertia=(1.668, 1.668, 0.026),\n",
    "    center_of_dry_mass_position=780 / 1000,\n",
    "    burn_time=5,\n",
    "    reshape_thrust_curve=False,\n",
    "    grain_number=1,\n",
    "    grain_separation=0,\n",
    "    grain_outer_radius=43 / 1000,\n",
    "    grain_initial_inner_radius=22.5 / 1000,\n",
    "    grain_initial_height=310 / 1000,\n",
    "    grain_density=920,\n",
    "    nozzle_radius=0.0141,\n",
    "    throat_radius=0.00677,\n",
    "    interpolation_method=\"linear\",\n",
    "    grains_center_of_mass_position=385 / 1000,\n",
    "    coordinate_system_orientation=\"nozzle_to_combustion_chamber\",\n",
    ")\n",
    "\n",
    "hybrid_motor.add_tank(tank=oxidizer_tank, position=934.75 / 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nozzle Details\n",
      "Outlet Radius: 0.0141 m\n",
      "Throat Radius: 0.00677 m\n",
      "Outlet Area: 0.000625 m²\n",
      "Throat Area: 0.000144 m²\n",
      "Position: 0 m\n",
      "\n",
      "Grain Details\n",
      "Number of Grains: 1\n",
      "Grain Spacing: 0 m\n",
      "Grain Density: 920 kg/m3\n",
      "Grain Outer Radius: 0.043 m\n",
      "Grain Inner Radius: 0.0225 m\n",
      "Grain Height: 0.31 m\n",
      "Grain Volume: 0.001 m3\n",
      "Grain Mass: 1.203 kg\n",
      "\n",
      "Motor Details\n",
      "Total Burning Time: 5 s\n",
      "Total Propellant Mass: 5.403 kg\n",
      "Structural Mass Ratio: 0.664\n",
      "Average Propellant Exhaust Velocity: 1805.600 m/s\n",
      "Average Thrust: 1951.160 N\n",
      "Maximum Thrust: 2127.473 N at 0.2503 s after ignition.\n",
      "Total Impulse: 9755.800 Ns\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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rhgqRiIjI6DAhqkdEUcSvcakAgGcDPKo83qOZM1YO7wAAmLfvGrb9nazX+IiIiIwVE6J6JPZuHpJyS2BtYYZ+LV2qPee1YF9M69UMABC5KRaxdytnnqXklWDnhRT8dTtbL/GaojvZRfj5fDIUHHIkIqpXzA0dANUdVe9QWCtXWEnNHnre0iFtcSktH3uv3sOza07h6SZOOHE7G7ezK2egTe3VFEuH+ENqppkz55eU4+MD13HydjZEVPRKiQCkEglmDWj50ESsPlAqRQxefQoXU/MxOsgba0d0gtkDw5JERGS6mBDVI79eqqgfejbAvcbzzM0k2DQ6CMHLj+DavUJsiq0YOhMEoJWLDa7eK8Sy6AScTcrFljFd4G4nAwDsvpyGN3++gDvZ1U/dj0vLx+X3+qCRtUUdvivjse18Ci6m5gMA1sckQSmKWDeiE8zN2NFKRGTqmBDVE0k5xTiblAtBAAa3rTkhAipnni06cANNna3QzbcRnvJtBDtLc+y4kILIn2IRfTMLnT+Lxv9e6oANMXex8dxdAEATJyvM6t8S9pZSCAIgAPhgz1VcSS/AjD8uY9WLHXX8bvVPqRQxf99VAEB4a1ccuJ6BDWfvQqEUsf6VQCZFREQmjglRPfHb/d6hEL9GcLvfo/MozV1ssPrlqsnL8+090dbNFs+vO4Mr6QUYvPoUAEAiAFN7NcOC8NawkWn+03G3k6HXiuP438k7GNW5MXo3r/3QWX5JOb4/k4iWLjbo28IFFubGk2Rs/TsZl9IK4GBpjk2jg3DoRgZeWh+j7l2rq6SoWK7Arawi3MoqQkJWMUrLFZjYvQksaxgCrY5SKSI5rwQJ969VWKZAZFefGodSiYgaMiZE9URNs8seRxt3O5x6uyfGbY7Fz+dT0MHTHqtf6oiuvo7Vnt+zmTPe6OaLVSfv4F9bzyP2nd61uolfTMnDC9+fwdV7hQAAB0tzDG7rjufbe+CZNm6wlT36n2qJXIHD8ZnYdSUdR25mwtfRCuFt3BDWyhW+Do8/jKdQilhwf5mC6b2bw9FKiufae2LbmC544Ycz2BSbjBuZhRj/lC9e7OgFZxvtX0sURfydnIdfLqbi10tpOJtUdXuVpNwSfPpsgFbXyywsw8gfY3A4PgtlCqXGY3Gp+fhyWHutYyMiakiYENUDRWXl+PN6xWauEf6PHi7Tlp2lObaOCcLV9AK0cLF5ZA/IkiH++DUuDVfvFeLjA9ex4Jk2Wr3OD2cS8ea28yiWK+Fxv3crNb8UG89VDNPZW5pj9oCWeKtnU8jMNZMsURRxNCELXx5NwO+X0lAsr0wCzt3Nwy/312Vq7myN9lYCepeVw1EqrTaOtafu4MD1DMwPb43mLjbq46reIUcrKd7u2VR9/Nl2Htg2pgteWh+DM4m5OJN4AW/tvIhnWrvh1SBvPBvg/tCkMDG7GJ9H38T2CykaxewAYCczR1Mna3jYybDv2j0sP5KA157yRYCHXY3tWFauxLB1pxF9MwsAYCYR4OtoBblCiaTcEnxz4jb+FeKHdp72NV7nSZQrlLhbVPG5mLKr6QW4m1tiNJMERFFESbmSPXxkEkRRhCCY3oQTJkT1wNmkXJQpKpKJtu62dXptQRDQxr3mG7GKo5UUXz7fDi/+EIPFf97Ay50aq2/ioiiitFyJwjLF/etW9Ly8v+sKVv91B0DF7LgfRwXC2doCJ29nY8fFVPx8PgUJWUV47/fLWHniNv47xB/Pt/dAabkSm84l44ujN3Hubp46hsYOlhjYxg39W7rgZmYR9l5Nx/Fb2YjPLEI8BKSuPoM/Xg+G0wOF36IoYuH+65izp6JG6Ne4NKx6sQNGBDaGQili/j5V71AzOFhpJlPPtvPAzff746dzd/FjTBJik/Pw26U0/HYpDU2crPDZswF4rp2H+pdDfkk5Poy6huVHEtQ9OFZSCUJbuWJogAcGtnWDh51Mff7za09j58VUTN5+AX9ODHnoLxlRFPHG1r8RfTMLdjJz7H0jGF19HNVJ7PB1p7H9Qire3hmH/W92q3Kd3y+l4csjCVjwTGsE+zXS6vN+ULFcgbWnEvHJoRtIyJIg1TEeCwa21eq5oihixbFbUChFvH1/SQhtpeWXwtXGQmMR0id14No9DPnuFErKlVg3ohMiu/rU2bVrS6EUsTn2Lhbsu4bb2cX4ZngHjH3KcPEQPcrNzEL0XnEcIwMbY2mEv6HDqRWDJkSLFi3C9u3bceXKFVhZWaF79+5YsmQJWrdurT6npKQE77zzDjZt2oTS0lKEh4fj66+/hrt7ZU/InTt3MHHiRBw8eBC2traIjIzEokWLYG5e+fYOHTqE6dOnIy4uDj4+Ppg9ezbGjh2rz7erM6cScwAAwb6OBs/Kh3fwRIS/O367lIbBq/+Cu50MKXklSMsvqzKEoyIIwLyw1pg1oKV6Gnv3pk7o3tQJSwa3xfqYJMzcdRk3M4sw/PszeMrXEQlZRbhXUAYAsDSXYHQXb7wZ4ofAxg4abfD+gJbIK5Hjt4speHNrLE7eyUGvFcex941gNHawgiiKmPH7Zfz3UDwAoKWLDa5nFGLkj2ex/1oGuvk54kp6ARpZSfFWj6ZVgwfg5WCJd/o0xzt9miMuNR8bziZh3elE3MoqxrB1ZxDWyhXLnwvA2bu5ePe3S0jJKwUA9G7ujGm9miG0lQusLar/Ufx8aAD2Xk3HofhMbI5NxojAxtWet+jADXx/JglmEgFbxwQhpImTxuOfRATgj8vp+PNGBnZcSMWwDp7qx47czMTwdWdQplDiXHIuTr3dE02crKt9nX8qLVfg88M38Vn0TfXnAQCLD8ZjZGdvtH1EMi2KIqb9EoflRxIAAEHeDujRzFmr116w7xrm7r0KH0dLvBrkjbFdfdDK9cn+IPjzegYi1lQkQwAw8efzCPJ20GmvWnUeTIRUw8gAMG5zLC6n52N+aIsany+KIq7dK8SZxBx08XFEa7e6/UOJ6GE+PXQTSbkl2H4hxeQSIoNWrR4+fBiTJk3CyZMnERUVBblcjrCwMBQWVv4CmDZtGn777Tds3boVhw8fRnJyMoYNG6Z+XKFQYPDgwSgrK8Px48fx/fffY926dZgzZ476nISEBAwePBh9+/ZFbGwspk6digkTJmDv3r16fb+68tftHAB4rL/s65ogCFgxrD1sZWa4nV2MU3dykJhT8tBkyNvBEntf74Y5Ya2qXdNHIhEQ2dUH1/7TD7MHtISluQSn7uTgXkEZvB0ssWhQGyTNCcWqFzuis3f1CaG9pRQvdfTERx1FeNnLEJeaj6e/PIar6QX4v58vqJOhz4cG4NJ7ffBBaEsIAvDdqTt4fet5ANX3DlUnwMMOHw9qi+v/6YdZA1rCwkyCfdfuoe3SQxi14RxS8krR3Nkav41/Cof+rzuGtvN4aDIEAE2crPF+/5YAgHd+vYT8kqob824+dxezdl8BAHz5fDuEt3Grck5TZ2u826d5xXV+i0OxvKKn7mp6AYauOY0yhRIWZhLcKyjDs2tOoUCLDYBP3s5G58+iMXPXFdwrKEMTJysse7YtgpxEyBUi/u/nCzUOnYmiiLd2XFQnQwCw+M8bj3xdAPj0UDzm7q3o0UvMKcGiAzfQevFB9P/mBLb9nYzyh/x7q8nBGxkY8t1fKJYrMbCNG3o1c0KxXIkXf4jR6YbINzIK8fnheLz32yWM3ngWA1aegN/C/Ri14Ryu3iuEk7UUHw1sg1kDKv4dLD0Yj5d+PIcSReU15AolTt/JwWeH4zFs3Wm4z9uHNksO4tWN59BlWTSirt7TOp65e67C+YM9OHQjo67fKtVzucVyfH8mEUBF2YOpEUQjGuy/d+8e3NzccPjwYfTq1Qu5ublwdXXFxo0b8cILLwAArly5grZt2+LEiRPo1q0bdu/ejSFDhiA5OVnda7Ry5UrMmDED9+7dg4WFBWbMmIE//vgDFy9eVL/WiBEjkJOTgz179jwyrry8PDg4OCA3Nxf29nX7l6JcLseuXbswaNAgSB9S2/IoTRbux+3sYuz/Vzf0b+Vap/E9rnNJuTiVmA0PO0t42MngYSdDI2sprKVmEAQBSlGEKALmEqFWwx13souw8exdNHexwfPtPLSe2aVqZ/9ufTBoTQxuZBRCaiZArhAhCMCqFzpgQjc/9fkHb2Rg1IazSMkrRSMrKW7N7g97y9p/PjcyCjF150X8cTkdVtKKxSvf6d28VgXnJXIF2v33EOIzi/Bun+b47/2/uorlCmz9OxlvbD2P0nIlpvVqhs+GPrz4urC0HK2XHMTd3BJ8+ExrvN7NDyFfHEVCVhGCfR3xwyuB6LXiONLySzG8gye2jA6q9rMpLC3H7D1XsPxIAkQRcLO1wCcR/hgZ2BiiUoG123dh6jlzFMuVWP9KIF4N8q5yDaVSxOQdF/DN8dsQBGD2gJb4aP91KEXg73d6o4PXw3/Ovj52C5O2XwAAzA9vjbbutvj+dCJ2XUmH6rdZOw87LBsaoPXPw6EbGRi0uiIZGtTWDdvHdkFucTkCP4tGcl4Jxnb1wdoRnbS6lrZEUcS3J25j2i9x6h6pBzlZS/FO7+aY3KOJ+t/exrNJeG3z3ygtV6KZrYhXglvgxJ1cnLydrR6OVpGZS1B6/7rmEgFrR3Sq9rN40MWUPLT/5DAAwFZmhviZ/bWatZpfUo4FUdfQxs0W44N9tXr/D3Pg2j04WVsg8P7m1IZWF7+jG4ovjtzE2zvj1N/nfTQQdpbaDUTpqp1rc/82qhqi3NyKGTZOThXd/TExMZDL5RgwYID6nDZt2sDX11edEJ04cQLt27fXGEILDw/HxIkTERcXh8DAQJw4cULjGqpzpk6dWm0cpaWlKC2tzG7z8ipqVORyOeRyeZ28VxXV9R73umn5pbidXQxBADp52tZ5fI+rnbs12rlXHXYRlQqoMnABgEJR8aUtT1sp3unVRH0tuVK7J6vapbGdFIfefApD1sQgNjmv4kbxcge83NFTo+16+DngzFtP48tjtzCgpQuszB7vM/JzsMCOyM44k5gLLwcZvOwtASghl2vfg2EG4LOIthi6LgbLom/C380a0TezsP1CGvLu91wMaeuGj59pWWOMFhLg44GtELnpPBYduIFtfycjIasIzZys8POYQLjZyrDl1U4YsOoUfj6fggX7rmBWf82hmQPXMzBxexxu3S8EH93ZC/8d0gZO1hYVn4dcDndLYEbvppi3Px7Tf4lDWAsnNLKu/AWnVIqYvDMOq08lQRCA/w1vhzFdvHElLR9bz6fi4/3XsH5k9WtZfXcqEZO2V/zCfa9PM8zsWzGM+Zy/K25nF+O7U4n49mQiLqbmY8C3JxHh74Ylg1rD2sIMZxJzEXM3D7F385CYW4zSciUUShHlShGp+aUoU4gIb+WCTa90hERUopGlBD+M6ICw/53CutOJ6NnEEaODqh+yBIC8knLsvJiKG5lFSM4rRUpeCe7mlcJcIuCljp54tbPX/c+/Yjbgm9vj1EX/3f0c0cXbAR72FX88eNrJ8JSvI+zuz65Ufa4vtneHt31XDP/hLG4WyLHwQLz69RtZSRHi54geTRvh6SaN0LlxRUIxfut5bPk7FaM3nsPdnCJM71X90K8oinh7Z+UfjQWlCkzYEottowNrHIpPzCnG0HUxuJhaAACwkQoY3r72s11FUcS8qBtY9Gc8ZOYSHJsUgg6e2tUv6tKT/o5uKJRKEV8dTdA4lphdgJYPTFCpia7auTbXM5oeIqVSiWeffRY5OTk4evQoAGDjxo0YN26cRnICAE899RT69u2LJUuW4I033sDt27c1hr+KiopgY2ODXbt2YeDAgWjVqhXGjRuHmTNnqs/ZtWsXBg8ejKKiIlhZWWlcf968eZg/f36VGDdu3Ahra+1qK/TlVCbwcZwEPtYivuxiFB+lSSgqB35JEtDOUUR7R0NHo52P4wScytS8MbnJRPR1B4b5iJBp0ekkisD7fwu4nFdxHXupiMWdRHg98CMQlQKsuF7R8/aij4hCBXC3CEgsArLKKp7nKhPxfy1FBDpVeQkAgFwJTDsrIKlIwEBPEf9qWdEj+HcO8GOCgBsFAiQQMaV1RfwAcLMAmH5WAglEfPOUCHdLzWseSAW+uiZAhICh3iLGNq3o3funfDmw6baA3cmAEgIEiBDx6F7IICcRM/xFWPyj03HzbeCn2xJYSkS85y8iwAEabZ1aDPyeLOBAKlCsePjrSCCisxPQqZGI7YkCssoEmAsiRjcVEdG4Yp0vbaUVA6vjBViZAW0dRPg7AD7W1V9DKQLrbgr49W7Fg882FjG2mVjl3JMZwOJLEkgFEe+0FfHJZQHlooAprZTo/5D85kY+8FGcgOyyyotZmon4JFCEdy1+VSrFivezK7nyOj7WFdfR5t81Gd65LGD+RQmszURYmlX8rviooxIBBu7oKyoqwiuvvGJaPUSTJk3CxYsX1cmQIc2cORPTp09Xf5+XlwcfHx+EhYXpZMgsKioKoaGhj9VNeHLvNSDuJvq29cagQVxj5mGqa+cXDBxTbbXtVoSnV5yAQgkMb++OkZ288HSTRrWeYeXZMRfdV5yAzFyCXa8/haf+sbbUIACKnZew8uQdbE3UvLaZRMC/gn3w4TOt1L0XD1K186DwUDi2zUPo/05jT6qAZ0PaYVNsCg7fXxLAxsIMK4e3w8sdPTWevyv/NPZfz8R5cz98PqiyIHPjuWR8deQ8RACTuvvis4i2NfZavAzgUloB3vvjCvZdy4BEAPzdbRHU2AFB3g5o7mwNawszmAmAuUQCKwsJ/N1sq71muFJE6nencTA+CwsuCjCXCGjnYYeuPg5ILyjDb5fSoNrrt7WrDfo2d67oDbSTwcvBEkk5Jfg+5i6O3crGmSzgTFbFa7RytcH6ER0Q2Lj2dwy5XA73WvzeGALgs+gE/GfXVfx6V4C1qxdWv9BevfhpiVyB6Z8fBVCM6X2aY0F4K9gduolZe65h3W0ppjz3dJVC+1/j0jBn03kUyRUIcLfFz2M6482fL+LQzSx8nWiH45NCYG3x6GymrFyJ8VsvYFdyCgQB+DC8Fb48eguJBWU4hib4ZJB2sxV15Ul/RzcUq9bFALiH14Kb4FxyHo7dykbTgM4Y1EG73kJdtbNqhEcbRpEQTZ48Gb///juio6Ph7V05xu3h4YGysjLk5OTA0dFRfTwtLQ0eHh7qc06dOqVxvbS0NPVjqv+qjj14jr29fZXeIQCQyWSQyaqOm0ulUp39QDzutWPuTzkPaeLEH1Yt6PIz1LVW7g5I/CAUZhKhyqa7tRHc1AXHp/SAncwc/g9Z2+iLYe0BQcDd3BK0cbNFGzdb+HvYwd/dVqtaKqlUigFtPDCqc2NsOHsXE+8Pc1mYSTCxux/e79+y2tqU//Rrif3XM7HmdBLmhbeBi60MW/9OxmtbzkMUgTdD/PDlsPZazabs6N0Ie97ohqScEjhZS6usrq4tKYDNY7rgnV8vYf/1e0jJK0Vsch5ikyt/0Ya3dsXUXs0Q1sq12gT19e5NcTW9AGtPJWL7hRSEtXbF0iFtayyo1yq2Wvx7ntG/FbwcrPDa5r+xKTYFmUVy/BzZFXaW5vgk+hZuZhXDy94Ss0NbQyo1x4z+rbDryj0cu5WN13+Ow59vhiC7WI69V9Px+6V0bIq9C1GseO9bxgTB3lKKTWO6oNOnh3EprQBTf7tSY91VQWk5bmcX49+/XcLuK+kwlwj4YWQgRnZujEBvRwxefQpfHLuN5zt4oU8Lw68HZcq/O3TtZmYhdt8v3J/Sqxlm7aqY5JFRVF7rNqvrdq7NtQyaEImiiClTpmDHjh04dOgQmjbVHNsOCgqCVCrFgQMHMHz4cADA1atXcefOHYSEhAAAQkJC8NFHHyE9PR1ubhWza6KiomBvbw9/f3/1Obt27dK4dlRUlPoapkqpFHHqTg4AVPkrn+qn2m7h8TCPmpEoNZPgmxc6PPHrfBLhj71X7yGnWI5xT/lg9oCW8G308LGUfi1d0NnbAWeTcvH18dto72mHkT+ehVIEXnvKByu0TIZUBEGAT6Oqf/TUlqutDD+8EghRFJGYU4zTiTk4dScHShEY19XnoYnlg1q72WLxkLZYPMRwPR6ju/jAzVaG4d+fQdS1DPT95jhWvdgBH+2/DgBYMqStelV4M4mA70cGouOnh3E4PhNtlx7EjYxCdW8YcD9Bfb6denKDu50MP73aGf1XnsC604no1cwJIwIbIy41H7F3c/H3/UTySnoBMgorl2mwkkqwfWxXPHN/huSgtu54vZsv/nfyDsZuisX5d3vXelJDYWk5zt7NhbXUDI5WUjhaSeFgaa6XfQfT80ux9nQiIvzdtfq3Yeq+PnZLnRy3crVVL7Cbkl9i4Mhqx6AJ0aRJk7Bx40b88ssvsLOzQ2pqxfYTDg4OsLKygoODA8aPH4/p06fDyckJ9vb2mDJlCkJCQtCtWzcAQFhYGPz9/TF69GgsXboUqampmD17NiZNmqTu5XnzzTfx1Vdf4b333sNrr72GP//8E1u2bMEff/xhsPdeF65nFCK3pByW5hK01/M6KUTa8LC3xKX3+kApVtwsH0UQBLzXpzlG/HgWnx6OR7FcAYVSxOggb6x6sWOdLsD4OARBgG8ja/g2ssbwDl4GjeVxhbdxw8GJ3TH4u78Qk5SLrsuOQCkC3Zs0wiv/WOequYsNPh8agDe2nse1++shtfe0w+C27ng2wL3KelcA0KeFCz58pg1m7b6C17eex4Qtf2skUQ9qZCVFGzdbfPqsf5VrfRoRgP3XMpCQVYTpv1yqdt/Ff1IoRRy8kYH1MUn4+XxKlZl3UjMB47r6YMEzbbT69/g44jMKEb7qJOIzizB371V89mwAJnb3q5LI55XIsetyOpyspWjnYQ9Pe5nO1pG7nJaPV348izFdvDGtd/M6vXZhaTm+O1Ux1X7K/bXaPO9PHkjNM62p9wZNiL755hsAQJ8+fTSOr127Vr1o4ueffw6JRILhw4drLMyoYmZmht9//x0TJ05ESEgIbGxsEBkZiQULFqjPadq0Kf744w9MmzYNy5cvh7e3N1avXo3w8HCdv0dd+utONgCgs7fDEw2hEOmSq23tbjzDO3iiqZM1ErKKAAAjAxtjzcsdq12nih5PV19HHJv8NMJX/YWErCJIBGDFsPbVJpwTgn1hLTWDQhTRr4ULvB0f3eP2n34tcOxWFnZdTgcAuNhYoJOXPTre/2rnYY9mztY1ru1lZ2mOdSM6oc83x/HdqTu4lJaPVq42aOJkDb9GVvC0t0SJXIH80nIUlCkQn1GITbHJuJtb2SvhaS+DmSAgp0SOglIF5AoRq07ewcZzd/Gffi0wvXfzOt0OJSYxB4NW/4X0+4uUlpYrMWn7BRy/lYVvX+gAG5k5CkvLseLYLSw5eANZRZUzoJytpejo5YBn2rjind7N6yz5lyuUGLH+LM6n5CH210to6WqLIXW4xdPa04nIKZajmbO1uofvwS2YTInBh8wexdLSEitWrMCKFSseeo6fn1+VIbF/6tOnD86dO1frGI2Zargs2NfwCzIS1RVzMwnmh7fCmJ9iMSHYFytf6MBkSAdautri+JSnMeOPy+jR1AmdHlLcLQgCRj1i/aJ/kkgEbB/bBTGJuWjqbK2xHU1t9GrujNkDWuLDqOs4cTsbJ25nP/I5jaykeLmTF0YHeSOkSSP168oVSpy8nY13fr2E04k5mL37KlYev403u/vB28EKLjYWcLaxgLutDE2crB4ab+zdXHx74jY87GTo1dwZ3Zs0gszcDLsvp1Us4lmmQGBje/wxIRgbYu7iP7suY8PZuzh3NxevdG6ML44kqBOmZs7WsDCT4HpGITKL5PjzRgb+vJGB9IIy9XpjT+rj/ddxPqWy3m3sT+dw/t0+8HKwrOFZ2imRK7DoQMViqu/0bq7+OfWwVyVEHDIjPWH9ENVXo7v44NkAD61WB6fH52Fvie9HBurk2jJzM3Rv+pB1GWphwTNtMKqzN87dzcXNzCLczi7CraxipOaXwtrCDHYyM9jKzOFkZYFBbd0w2N+tyibQQEVdXM9mzjj5Vg9sir2Lmbuu4E52MWbvvlrl3PDWrvh6eHs0c65cQ6diIc1beHtnnHrBS6Bi66CnfB1x7FY2FEoRA1q6YPvYimL1d/s2x1O+jnh5fQwupRWoX6uZszXmhLbCqM6NYW4mQYlcgbjUfOy5mo7Zu6/ik0PxaO5sjTe7N9GISxRF/Hw+BXdyivFWj6aPrIc6m5SDhffrw9aN6IRl0TcRm5yHsZvOYc/r3Z64F+q7v+4gOa8E3g6WGB9cuccee4hIr0rkCsQmVyxkyR4iqo+YDJFKazfbOtuPTSIR8Epnbzzf3hMrj9/C6cRcZBaWIbOo4isppwR7r95DwNJDmBvWCm897YtiBRC5+Tw2xaYAqNiI2tnGAgdvZCA1vxTR95eTGNvVB6te7KBRwtCruTPOTe+F8Vv+RlJOCd7u2RSju3hrnGMpNUOQjyOCfByhFIE5e65i0vYL8GtkhYFtK4a38kvKMfHn89hw9i4AICGzCF8Oe/hSKyVyBcb8FItypYjhHTwxpos3gn0d0fnzaERdy8CyIzcxvYZ6IqVSxL5r95CSV4IxXXyq9NKWyBVYdH+rnZn9W2okoaoaorT8UiiUosn08DIhMlF/J+dBrhDhYmOBJk5PPouGiKghsZKaVVtgfP1eAd7cdgF/3sjAzF1XsPjPGyguE1CmTIGZRMCiQW3UNT6iKOJyWgH+vJEBWwtzRHb1rnaozcPeEn9MCNYqrtkDWiI+oxDfn0nCy+vP4viUp1GuFPHy+hhcu1cIM4kAhVLEV8duoZWrLab0rH7l8Tl7riIuNR/udjJ8M7xidmYbdzt8PjQAb267gJl/XEG/Fi5VhkpziuVYdzoRK47dwo2MikL6a/cKsWiw5uzI7/66g7u5JWj8j94hAHC1sYAgVCy4mVFYprMC9rrGhMhEqQqqjWGHeyKi+qKlqy32v9kNP8YkYfqvl+4vDyDA28ESP73aGT2aOavPFQShYn2uOpxaLwgCVr3YEbeyi3E4PlO9txxQsRn2ptFBOJaQhRl/XMa0X+PQ1t0WA/6xZ9/Rm5n45HDFti7/e7GDxsSGN7r5YffldPwSl4aha0+jZ1MnSM0kMBMEFMkV+CUuFUX3Z+fZycyRX1qOxX/eQFcfRwzrULGQamn5A71D/VpUGaI0N5PA1cYC6QVlSMkrMZmEiFOTTFRl/RCHy4iI6pIgCBjdxQdXZvTFpO6+CPcUcebt7hrJkC5ZmEvwc2QXjX3Ahvi7I/ad3ni6qRP+3bc5xnTxhkIp4qUfYnD9XsU+cgmZRfi/n89jwLcnId5fIysiQHOlaEEQsPqljvC0l+FOdjE2nL2LdacT8d2pO/jp3F0UlSnQzsMOK19oj+S5oZjeuxkAYOymWPXrfPdX4gO9Q9Vv5uthVzlsZirYQ2Si/mJBNRGRTjnbWODzZ/2xa9ctOFlb6P21d78ejFm7ryCslSvGPeWjHg0QBAHfvtAB1+4V4uTtbLRafBDPBrjjj8vpUNxf9KlPc2d8PjSg2mu72MoQO703dl5MRX5pOcqVIhRKESJE9GjqhF7NnNWvtWRwW5xOzMGRm1l44fsYHPq/EHx8oKJQe2a/Fg9dLNbDTobzKaZVWM2EyARlFZWpx3aZEBER1U/NXWywaXRQtY9ZSs2wfWwXdF12BHdzS/BrXMX2VGGtXPH+gBYaSU113OxkeCPE75ExmJtJsHl0EAI/i8b5lDw4fVCxkXpNvUPAg1PvTSch4pCZCVINl7VwsdH7Xy1ERGQcPO0t8etrXRHY2B6vBDbG6ak9sfdf3dC7uUud1pZ62lfUTz1o9oCWNW4lVDn13nTWImIPkQk6nZgDoKKgmoiIGq7O3o44O723zl+nbwsXfDyoDd7fdQVt3W0xoYbeIeCBhMiEtu9gQmSCVP/Amjk/fJNMIiKiuvSffi3QwbNi+5VHLQqpLqouYEJEOlQkr5gSaWPBj4+IiPRDEAQM1nIfNNYQkV4UlpUDAKzrcFNCIiKiuuJua3pDZkyITFBhmaqHiAkREREZH1UPUXaxHKXlCgNHox0mRCaoiAkREREZsUZWUkjNKma6mcrijEyITJCqh8iaCRERERkhQRBMbtd7JkQmSFVDxKJqIiIyVqqZZqZSR8SEyARVzjJjDxERERkn9hCRzrGomoiIjJ2pTb1nQmSCWENERETGztS272BCZGJEUXxglhlriIiIyDipa4jYQ0S6UCyvXM+BQ2ZERGSsTG0/MyZEJkY1XAYAVlypmoiIjBSLqkmnVAmRpbkEZhLBwNEQERFVr7KougSiKBo4mkdjQmRiuEo1ERGZAtV+ZsVyJfJLyw0czaMxITIxnGFGRESmwEZmDjtZxeQfUxg2Y0JkYrhKNRERmQp3EyqsZkJkYrhKNRERmQpTKqxmQmRiOGRGRESmQpUQmcKO90yITExhKXuIiIjINJjSatVMiExM5ZAZa4iIiMi4mdJ+ZkyITIyqqNqaizISEZGRM6XtO5gQmRjudE9ERKaCRdWkM1yYkYiITIUp7WfGhMjEcJYZERGZClUNUVpBKZRK496+gwmRieHCjEREZCrc7m/foVCKyCwqM3A0NWNCZGK4MCMREZkKqZkELjYWAIy/jogJkYlhUTUREZkSU6kjYkJkYtQ1RJx2T0REJsBUFmdkQmRi1LPMZKwhIiIi42cqizMyITIxlUXV7CEiIiLj527LhIh0gENmRERkStSrVbOGiOoSi6qJiMiUqIbMUlhDRHWJm7sSEZEpaexQ0UN0N5cJEdURpVJUF1VzpWoiIjIFfo2sAAB3soshisa7WjUTIhNSfL93COCQGRERmQZvBysIAlBSrkR6gfGuVs2EyIQUPZAQsaiaiIhMgYW5BJ73C6vvZBcbOJqHY0JkQlQF1ZbmEkgkgoGjISIi0o5q2Ox2dpGBI3k4JkQmhDPMiIjIFPmqEyL2EFEd4CrVRERkitSF1TlMiKgOqFapZv0QERGZEr9G1gCA21kcMqM6wCEzIiIyRRwyozpVuSgjEyIiIjIdHDKjOlVYykUZiYjI9KgSoqwiOQpKyw0cTfWYEJmQyp3uWVRNRESmw95SCgfLinuXsQ6bMSEyIRwyIyIiU6UqrL5jpGsRMSEyISyqJiIiU+Vn5IXVTIhMiCoh4rR7IiIyNcY+04wJkQlRL8zIGiIiIjIxD+56b4yYEJmQyqJq9hAREZFpUS/OyBoielLqITMmREREZGJ8jXwtIiZEJoRF1UREZKpUQ2Z3c0sgVygNHE1VTIhMSOW0e9YQERGRaXG3lcHCTAKlWJEUGRsmRCZEvbkre4iIiMjESCQCfBwtARhnYTUTIhPCITMiIjJlxlxYzYTIhBQxISIiIhNmzIszMiEyIVyYkYiITJkxzzRjQmRCuLkrERGZMnUPURYTInpMSqWIYnnFNEUOmRERkSliDdFDREdHIyIiAl5eXhAEATt37tR4fOzYsRAEQePrmWee0TgnKysLo0aNgr29PRwdHTF+/HgUFBRonHP+/Hn07NkTlpaW8PHxwdKlS3X91upc8f0p9wBnmRERkWl6cMhMFEUDR6PJoAlRYWEhOnbsiBUrVjz0nGeeeQYpKSnqr59++knj8VGjRiEuLg5RUVH4/fffER0djTfeeEP9eF5eHsLCwuDn54eYmBj897//xbx587Bq1SqdvS9dUNUPAawhIiIi06Sadl8sVyKjsMzA0WgyaDHKwIEDMXDgwBrPkclk8PDwqPaxy5cvY8+ePTh9+jS6dOkCAPjyyy8xaNAgfPLJJ/Dy8sKGDRtQVlaGNWvWwMLCAgEBAYiNjcVnn32mkTgZO9WijFZSCSQSwcDREBER1Z7M3Aye9jKk5JXidnYxXG1lhg5Jzeircw8dOgQ3Nzc0atQI/fr1w8KFC+Hs7AwAOHHiBBwdHdXJEAAMGDAAEokEf/31F55//nmcOHECvXr1goWFhfqc8PBwLFmyBNnZ2WjUqFGV1ywtLUVpaan6+7y8PACAXC6HXC6v0/enut6jrptTVLGqp42FWZ3H0BBo2870ZNjO+sF21h+2dd3zcbBESl4pbmbko6OHDQDdtXNtrmfUCdEzzzyDYcOGoWnTpoiPj8f777+PgQMH4sSJEzAzM0Nqairc3Nw0nmNubg4nJyekpqYCAFJTU9G0aVONc9zd3dWPVZcQLVq0CPPnz69yfN++fbC2tq6rt6chKiqqxsev5QGABEJ5GXbt2qWTGBqCR7Uz1Q22s36wnfWHbV13pCUCAAF7j5+F7I7mY3XdzkVF2hdvG3VCNGLECPX/t2/fHh06dEDz5s1x6NAh9O/fX2evO3PmTEyfPl39fV5eHnx8fBAWFgZ7e/s6fS25XI6oqCiEhoZCKpU+9Dyb+Ewg9jScHWwxaFDPOo2hIdC2nenJsJ31g+2sP2zruheNqzh2LwE2nk0xaFBbALprZ9UIjzaMOiH6p2bNmsHFxQU3btxA//794eHhgfT0dI1zysvLkZWVpa478vDwQFpamsY5qu8fVpskk8kgk1Ud15RKpTr7gXjUtUuVFXVDtjJz/lA+AV1+hlSJ7awfbGf9YVvXnabOFcNkSXmlVdq0rtu5NtcyqXWIkpKSkJmZCU9PTwBASEgIcnJyEBMToz7nzz//hFKpRHBwsPqc6OhojXHEqKgotG7dutrhMmPFVaqJiKg+UC3OeCvLuNYiMmhCVFBQgNjYWMTGxgIAEhISEBsbizt37qCgoAD//ve/cfLkSdy6dQsHDhzA0KFD0aJFC4SHhwMA2rZti2eeeQavv/46Tp06hWPHjmHy5MkYMWIEvLy8AACvvPIKLCwsMH78eMTFxWHz5s1Yvny5xpCYKajcx8ykOvWIiIg0BHjYAQAupuZrrLFnaAZNiM6cOYPAwEAEBgYCAKZPn47AwEDMmTMHZmZmOH/+PJ599lm0atUK48ePR1BQEI4cOaIxnLVhwwa0adMG/fv3x6BBg9CjRw+NNYYcHBywb98+JCQkICgoCO+88w7mzJljUlPugQe37WAPERERma6mTtbwsJNBrhARk5hj6HDUDNrd0KdPnxpXqty7d+8jr+Hk5ISNGzfWeE6HDh1w5MiRWsdnTNRDZkyIiIjIhAmCgO5NGmH7hVQcv5WNHs2cDR0SABOrIWrICtVDZkyIiIjItHVv4gQAOHYry8CRVGJCZCJUK1WzhoiIiEzd000rEqLjt7KNZk8zJkQmQlVDxFlmRERk6gIb20NmLkFGYRluZBQaOhwATIhMBofMiIiovpCZm6GLtwMA4FhCtoGjqcCEyEQUMSEiIqJ6xNjqiJgQmQjOMiMiovpEVUfEhIhqpXIdIhZVExGR6evepGK3iMtpBcgsLDNwNEyITEblLDP2EBERkelztZWhtWvFvmYnbucYNhgwITIZHDIjIqL6pkfTikUZj982fGE1EyITwVlmRERU3zzdtGLY7PgtJkSkJW7uSkRE9U2P+4XVZ5JyUaY0bCxMiEwEN3clIqL6poWLDVxtLVCmEBGfb9hYmBCZAKVSRLG8InXmStVERFRfCIKg7iW6nGfYWJgQmYDi+zPMAPYQERFR/fL0/QUaL+cKBo2DCZEJUBVUA4AVe4iIiKgeUfUQXcmrGBExFFbomgBVQmQllUAiMWwGTUREVJcCGztgZCdP2BXcRblShMxAcbCHyARULsrI/JWIiOoXC3MJvh/REYO8Kv7fUJgQmQDOMCMiItItJkQmgKtUExER6RYTIhPAVaqJiIh0iwmRCeAq1URERLrFhMgEqGqIuCgjERGRbjAhMgEcMiMiItItJkQmoIgJERERkU4xITIBnGVGRESkW0yITEDlOkQsqiYiItIFJkQmoHKlavYQERER6QITIhNQpN7LjAkRERGRLjAhMgEl5UoAFZu7EhERUd2rVVFKTk4OduzYgSNHjuD27dsoKiqCq6srAgMDER4eju7du+sqzgat5P6QmaU5e4iIiIh0Qasuh+TkZEyYMAGenp5YuHAhiouL0alTJ/Tv3x/e3t44ePAgQkND4e/vj82bN+s65ganVFHRQ2TJHiIiIiKd0KqHKDAwEJGRkYiJiYG/v3+15xQXF2Pnzp1YtmwZEhMT8e6779ZpoA1ZibwiIZKZMSEiIiLSBa0SokuXLsHZ2bnGc6ysrDBy5EiMHDkSmZmZdRIcVVDVEFmyqJqIiEgntOpyeFQy9KTnU80qa4jYQ0RERKQLWhdVR0dHa3Ver169HjsYql5lDxETIiIiIl3QOiHq06fPQx8TBEH93/Ly8icOijSVqhIizjIjIiLSCa0Touzs7GqPFxUVYfny5fjiiy/QrFmzOguMKpWUVwyZyThkRkREpBNaJ0QODg4a3yuVSqxZswbz58+HRCLBihUrEBkZWecBUuUsM9YQERER6cZj7Ra6fft2vP/++7h37x5mzpyJKVOmQCaT1XVsdJ+qh4izzIiIiHSjVl0Ohw8fRrdu3TB69GgMGzYMN2/exLvvvstkSIdEUawsqmYPERERkU5o3UM0aNAg7N+/H6+99hp27twJDw8PXcZF95UrRYhixf+zh4iIiEg3tE6I9uzZA3Nzc2zevBlbtmx56HlZWVl1EhhVUNUPASyqJiIi0hWtE6K1a9fqMg56CFX9EMCtO4iIiHRF64SIM8gMQ9VDZGEmgUQiGDgaIiKi+kmrLgdRVcRCelc5w4y9Q0RERLqi1V02ICAAmzZtQllZWY3nXb9+HRMnTsTixYvrJDh6cJVqJkRERES6otWQ2ZdffokZM2bg//7v/xAaGoouXbrAy8sLlpaWyM7OxqVLl3D06FHExcVh8uTJmDhxoq7jbjBUU+5ZUE1ERKQ7WiVE/fv3x5kzZ3D06FFs3rwZGzZswO3bt1FcXAwXFxcEBgZizJgxGDVqFBo1aqTrmBuUyp3uOeWeiIhIV2q1UnWPHj3Qo0cPXcVC1eBO90RERLrHu6yRK+FO90RERDrHhMjIlXKWGRERkc7xLmvkVOsQcVFGIiIi3eFd1shV1hBxyIyIiEhXmBAZucpZZvyoiIiIdKXWd1kzMzOkp6dXOZ6ZmQkzM/Zi1DXOMiMiItK9Wt9lH7aNR2lpKSwsLJ44INJUyllmREREOqf1OkRffPEFAEAQBKxevRq2trbqxxQKBaKjo9GmTZu6j7CBU+1lxpWqiYiIdEfrhOjzzz8HUNFDtHLlSo3hMQsLCzRp0gQrV66s+wgbONUsM9YQERER6Y7WCVFCQgIAoG/fvti+fTu36NATzjIjIiLSvVp3Oxw8eFAjGVIoFIiNjUV2dnadBkYVVENm7CEiIiLSnVrfZadOnYrvvvsOQEUy1KtXL3Tu3Bk+Pj44dOhQXcfX4LGomoiISPdqnRBt3boVHTt2BAD89ttvuHXrFq5cuYJp06Zh1qxZdR5gQ6deqZo9RERERDpT67tsZmYmPDw8AAC7du3Ciy++iFatWuG1117DhQsX6jzAhq6Ee5kRERHpXK3vsu7u7rh06RIUCgX27NmD0NBQAEBRUREXZtQBzjIjIiLSPa1nmamMGzcOL730Ejw9PSEIAgYMGAAA+Ouvv7gOkQ5U9hAx2SQiItKVWidE8+bNQ7t27ZCYmIgXX3wRMpkMQMWWHv/5z3/qPMCGrrKomj1EREREulLrhAgAXnjhhSrHIiMjnzgYqqqEs8yIiIh0rtYJ0YIFC2p8fM6cOY8dDFWl2u2es8yIiIh0p9Z32R07dmh8bdmyBUuWLMGnn36KnTt31upa0dHRiIiIgJeXFwRBqPJ8URQxZ84ceHp6wsrKCgMGDMD169c1zsnKysKoUaNgb28PR0dHjB8/HgUFBRrnnD9/Hj179oSlpSV8fHywdOnS2r5tg+Fu90RERLpX67vsuXPnNL4uXryIlJQU9O/fH9OmTavVtQoLC9GxY0esWLGi2seXLl2KL774AitXrsRff/0FGxsbhIeHo6SkRH3OqFGjEBcXh6ioKPz++++Ijo7GG2+8oX48Ly8PYWFh8PPzQ0xMDP773/9i3rx5WLVqVW3fukFwyIyIiEj3HquG6J/s7e0xf/58REREYPTo0Vo/b+DAgRg4cGC1j4miiGXLlmH27NkYOnQoAOCHH36Au7s7du7ciREjRuDy5cvYs2cPTp8+jS5dugAAvvzySwwaNAiffPIJvLy8sGHDBpSVlWHNmjWwsLBAQEAAYmNj8dlnn2kkTsaqlD1EREREOlcnCREA5ObmIjc3t64uh4SEBKSmpqqn9QOAg4MDgoODceLECYwYMQInTpyAo6OjOhkCgAEDBkAikeCvv/7C888/jxMnTqBXr16wsLBQnxMeHo4lS5YgOzu72k1qS0tLUVpaqv4+Ly8PACCXyyGXy+vsPaqu+eB//0lVQ2QGZZ2/dkPyqHamusF21g+2s/6wrfVDV+1cm+vVOiH64osvNL4XRREpKSlYv379Q3t7HkdqaiqAioUgH+Tu7q5+LDU1FW5ubhqPm5ubw8nJSeOcpk2bVrmG6rHqEqJFixZh/vz5VY7v27cP1tbWj/mOahYVFVXlmCgCJeUVPUNHDx2Eo0WVU6iWqmtnqntsZ/1gO+sP21o/6rqdi4qKtD631gnR559/rvG9RCKBq6srIiMjMXPmzNpezijNnDkT06dPV3+fl5cHHx8fhIWFwd7evk5fSy6XIyoqCqGhoZBKpRqPlZYrgSP7AACDnwmFg6W0ukuQFmpqZ6o7bGf9YDvrD9taP3TVzqoRHm3UOiFKSEio7VMei2q/tLS0NHh6eqqPp6WloVOnTupz0tPTNZ5XXl6OrKws9fM9PDyQlpamcY7qe9U5/ySTydQLTj5IKpXq7AeiumsXlVd29dlZySBlYfUT0+VnSJXYzvrBdtYftrV+1HU71+ZatarUlcvlMDc3x8WLF2sdVG01bdoUHh4eOHDggPpYXl4e/vrrL4SEhAAAQkJCkJOTg5iYGPU5f/75J5RKJYKDg9XnREdHa4wjRkVFoXXr1tUOlxkTVUE1AFiYsaiaiIhIV2p1l5VKpfD19YVCoaiTFy8oKEBsbCxiY2MBVPQ+xcbG4s6dOxAEAVOnTsXChQvx66+/4sKFCxgzZgy8vLzw3HPPAQDatm2LZ555Bq+//jpOnTqFY8eOYfLkyRgxYgS8vLwAAK+88gosLCwwfvx4xMXFYfPmzVi+fLnGkJixUu9jZi6BIAgGjoaIiKj+qvWQ2axZs/D+++9j/fr1cHJyeqIXP3PmDPr27av+XpWkREZGYt26dXjvvfdQWFiIN954Azk5OejRowf27NkDS0tL9XM2bNiAyZMno3///pBIJBg+fLhG4beDgwP27duHSZMmISgoCC4uLpgzZ45JTLlXrUHEVaqJiIh0q9YJ0VdffYUbN27Ay8sLfn5+sLGx0Xj87NmzWl+rT58+EEXxoY8LgoAFCxbUuF2Ik5MTNm7cWOPrdOjQAUeOHNE6LmNRIletQcTaISIiIl2qdUKkGq4i3XtwyIyIiIh0p9YJ0dy5c3URB1VDvUo1EyIiIiKdeuyVqsvKypCeng6lUqlx3NfX94mDogocMiMiItKPWidE165dw/jx43H8+HGN46IoQhCEOpuBRpVDZiyqJiIi0q1aJ0Tjxo2Dubk5fv/9d3h6enI6uA6VcMiMiIhIL2qdEMXGxiImJgZt2rTRRTz0ANXGrpZcoZqIiEinat314O/vj4yMDF3EQv+gLqqWsoeIiIhIl7S60+bl5am/lixZgvfeew+HDh1CZmamxmO12USNHq1yyIw9RERERLqk1ZCZo6OjRq2QKIro37+/xjksqq57qllmLKomIiLSLa0SooMHD+o6DqqGemFGDpkRERHplFYJUe/evbFgwQK8++67sLa21nVMdB+HzIiIiPRD666H+fPno6CgQJex0D9wpWoiIiL90PpOW9MmrKQb6mn3HDIjIiLSqVrdabkIo36phsxYVE1ERKRbtVqYsVWrVo9MirKysp4oIKpUuds9a4iIiIh0qVYJ0fz58+Hg4KCrWOgf1Ju7soeIiIhIp2qVEI0YMQJubm66ioX+QT3LjLvdExER6ZTWXQ+sH9K/UvWQGXuIiIiIdImzzIwYi6qJiIj0Q+shM6VSqcs4qBrqGiIOmREREekUux6MWAmHzIiIiPSCd1ojxllmRERE+sE7rRErVXDIjIiISB+YEBkx9dYd7CEiIiLSKd5pjRhnmREREekH77RGrLKGiENmREREusSEyEgplSLK1DVE/JiIiIh0iXdaI6VKhgD2EBEREekaEyIjpaofAthDREREpGu80xop1QwzQQDMJdxHjoiISJeYEBkp9U735hJurEtERKRjTIiMVOUaRKwfIiIi0jUmREaqlDPMiIiI9IZ3WyPFNYiIiIj0hwmRkVLtdM9VqomIiHSPd1sjxZ3uiYiI9Id3WyOlnmXGne6JiIh0jgmRkSotZw8RERGRvvBua6RUNUScZUZERKR7vNsaKVUNkcyMHxEREZGu8W5rpCp7iFhDREREpGtMiIwUZ5kRERHpD++2RqpypWr2EBEREekaEyIjVbmXGT8iIiIiXePd1kip1iHiStVERES6x7utkeJeZkRERPrDhMhIcR0iIiIi/eHd1khxpWoiIiL94d3WSHEvMyIiIv1hQmSkVLPMuFI1ERGR7vFua6Qqe4j4EREREeka77ZGqnIdIg6ZERER6RoTIiNVuVI1PyIiIiJd493WSHEdIiIiIv1hQmSkuFI1ERGR/vBua6S4lxkREZH+8G5rpLgOERERkf4wITJSXKmaiIhIf3i3NVLcy4yIiEh/eLc1QgqlCLlCBMBZZkRERPrAhMgIld7vHQI4y4yIiEgfeLc1QqqCaoA1RERERPrAu60RUhVUm0kEmHNzVyIiIp3j3dYIVa5SzY+HiIhIH3jHNULqGWZMiIiIiPSCd1wjpOohknGGGRERkV4wITJCXIOIiIhIv3jHNUJcpZqIiEi/jPqOO2/ePAiCoPHVpk0b9eMlJSWYNGkSnJ2dYWtri+HDhyMtLU3jGnfu3MHgwYNhbW0NNzc3/Pvf/0Z5ebm+30qtcB8zIiIi/TI3dACPEhAQgP3796u/NzevDHnatGn4448/sHXrVjg4OGDy5MkYNmwYjh07BgBQKBQYPHgwPDw8cPz4caSkpGDMmDGQSqX4+OOP9f5etMWd7omIiPTL6BMic3NzeHh4VDmem5uL7777Dhs3bkS/fv0AAGvXrkXbtm1x8uRJdOvWDfv27cOlS5ewf/9+uLu7o1OnTvjwww8xY8YMzJs3DxYWFvp+O1pR9RBxlWoiIiL9MPqE6Pr16/Dy8oKlpSVCQkKwaNEi+Pr6IiYmBnK5HAMGDFCf26ZNG/j6+uLEiRPo1q0bTpw4gfbt28Pd3V19Tnh4OCZOnIi4uDgEBgZW+5qlpaUoLS1Vf5+XlwcAkMvlkMvldfr+VNd78LqFJWUAAJmZUOev11BV185U99jO+sF21h+2tX7oqp1rcz2jToiCg4Oxbt06tG7dGikpKZg/fz569uyJixcvIjU1FRYWFnB0dNR4jru7O1JTUwEAqampGsmQ6nHVYw+zaNEizJ8/v8rxffv2wdra+gnfVfWioqLU/x+TDAAS5GTcw65du3Tyeg3Vg+1MusN21g+2s/6wrfWjrtu5qKhI63ONOiEaOHCg+v87dOiA4OBg+Pn5YcuWLbCystLZ686cORPTp09Xf5+XlwcfHx+EhYXB3t6+Tl9LLpcjKioKoaGhkEqlAID4o7eAG1fg5+2FQYM61unrNVTVtTPVPbazfrCd9YdtrR+6amfVCI82jDoh+idHR0e0atUKN27cQGhoKMrKypCTk6PRS5SWlqauOfLw8MCpU6c0rqGahVZdXZKKTCaDTCarclwqlersB+LBa8tFAQBgbWHOH8A6psvPkCqxnfWD7aw/bGv9qOt2rs21TKpqt6CgAPHx8fD09ERQUBCkUikOHDigfvzq1au4c+cOQkJCAAAhISG4cOEC0tPT1edERUXB3t4e/v7+eo9fW6pZZiyqJiIi0g+j7iF69913ERERAT8/PyQnJ2Pu3LkwMzPDyJEj4eDggPHjx2P69OlwcnKCvb09pkyZgpCQEHTr1g0AEBYWBn9/f4wePRpLly5FamoqZs+ejUmTJlXbA2QsKtchYkJERESkD0adECUlJWHkyJHIzMyEq6srevTogZMnT8LV1RUA8Pnnn0MikWD48OEoLS1FeHg4vv76a/XzzczM8Pvvv2PixIkICQmBjY0NIiMjsWDBAkO9Ja1UrlTNhRmJiIj0wagTok2bNtX4uKWlJVasWIEVK1Y89Bw/Pz+Tm6nF3e6JiIj0i3dcI6Ta7Z5bdxAREekHEyIjxJWqiYiI9It3XCPEITMiIiL94h3XCLGomoiISL+YEBmhyhoifjxERET6wDuuEeKQGRERkX7xjmuEWFRNRESkX7zjGiHV1h2cdk9ERKQfTIiMkHrrDvYQERER6QXvuEaIs8yIiIj0iwmREaocMuPHQ0REpA+84xohFlUTERHpF++4RqiEQ2ZERER6xYTIyJQrlFAoRQAcMiMiItIX3nGNjKqgGuAsMyIiIn3hHdfIlDyQEMk4ZEZERKQXTIiMjGrbDqmZADOJYOBoiIiIGgYmREZGtbErZ5gRERHpD++6RoYzzIiIiPSPCZGRKeVO90RERHrHu66RUQ2ZcWNXIiIi/WFCZGS4sSsREZH+8a5rZFSzzFhUTUREpD+86xoZ9ZAZEyIiIiK94V3XyKhWqmYNERERkf4wITIyJZxlRkREpHe86xqZEvYQERER6R0TIiNTIr9fVG3Gj4aIiEhfeNc1MpU9RPxoiIiI9IV3XSNTyq07iIiI9I4JkZGpXKmaHw0REZG+8K5rZDjLjIiISP941zUy2cVyAICdzNzAkRARETUcTIiMTGJOMQDAx9HKwJEQERE1HEyIjExiTgkAJkRERET6xITIiIiiiCT2EBEREekdEyIjklFYhpJyJQQBaOxgaehwiIiIGgwmREZEVT/kbiuDBWeZERER6Q3vukaE9UNERESGwYTIiFTOMONwGRERkT4xITIinHJPRERkGEyIjAiHzIiIiAyDCZERYQ8RERGRYTAhMiKsISIiIjIMJkRGQqEUcTeXQ2ZERESGwITISKTml6JcKcJMIsDTnj1ERERE+sSEyEgk3e8d8rKXwUwiGDgaIiKihoUJkZHgDDMiIiLDYUJkJJJyOcOMiIjIUJgQGYkk9hAREREZDBMiI5GonmHGgmoiIiJ9Y0JkJJI45Z6IiMhgmBAZCQ6ZERERGQ4TIiMgVwKpBaUAmBAREREZAhMiI5BVBogiIDOXwNXGwtDhEBERNThMiIxARkXnELwdLCHhooxERER6x4TICKgSIg6XERERGQYTIiOQyYSIiIjIoJgQGYGM0ophMq5BREREZBhMiIwAh8yIiIgMiwmREWBCREREZFhMiIwAEyIiIiLDYkJkYEVlCuTJWUNERERkSEyIDEy1h5mNhRkcraQGjoaIiKhhYkJkYKqEyNvBEoLARRmJiIgMgQmRgSXlFAPgcBkREZEhMSEysMQHeoiIiIjIMJgQGVgSEyIiIiKDa1AJ0YoVK9CkSRNYWloiODgYp06dMnRISMqpSIg45Z6IiMhwGkxCtHnzZkyfPh1z587F2bNn0bFjR4SHhyM9Pd2gcXHIjIiIyPAaTEL02Wef4fXXX8e4cePg7++PlStXwtraGmvWrDFoXKoeIm8WVRMRERmMuaED0IeysjLExMRg5syZ6mMSiQQDBgzAiRMnqpxfWlqK0tJS9fd5eXkAALlcDrlcXmdx5ZWUI6+0HADgYW1Wp9cmTaq2ZRvrFttZP9jO+sO21g9dtXNtrtcgEqKMjAwoFAq4u7trHHd3d8eVK1eqnL9o0SLMnz+/yvF9+/bB2tq6zuJKKQbspQKUInAi+mCdXZceLioqytAhNAhsZ/1gO+sP21o/6rqdi4qKtD63QSREtTVz5kxMnz5d/X1eXh58fHwQFhYGe3v7On2tMc/KsWtvFEJDQyGVcqVqXZHL5YiKYjvrGttZP9jO+sO21g9dtbNqhEcbDSIhcnFxgZmZGdLS0jSOp6WlwcPDo8r5MpkMMpmsynGpVKqTHwipRHfXJk1sZ/1gO+sH21l/2Nb6UdftXJtrNYiiagsLCwQFBeHAgQPqY0qlEgcOHEBISIgBIyMiIiJj0CB6iABg+vTpiIyMRJcuXfDUU09h2bJlKCwsxLhx4wwdGhERERlYg0mIXn75Zdy7dw9z5sxBamoqOnXqhD179lQptCYiIqKGp8EkRAAwefJkTJ482dBhEBERkZFpEDVERERERDVhQkREREQNHhMiIiIiavCYEBEREVGDx4SIiIiIGjwmRERERNTgMSEiIiKiBo8JERERETV4TIiIiIiowWtQK1U/LlEUAQB5eXl1fm25XI6ioiLk5eVxJ2UdYjvrB9tZP9jO+sO21g9dtbPqvq26j9eECZEW8vPzAQA+Pj4GjoSIiIhqKz8/Hw4ODjWeI4japE0NnFKpRHJyMuzs7CAIQp1eOy8vDz4+PkhMTIS9vX2dXpsqsZ31g+2sH2xn/WFb64eu2lkUReTn58PLywsSSc1VQuwh0oJEIoG3t7dOX8Pe3p4/bHrAdtYPtrN+sJ31h22tH7po50f1DKmwqJqIiIgaPCZERERE1OAxITIwmUyGuXPnQiaTGTqUeo3trB9sZ/1gO+sP21o/jKGdWVRNREREDR57iIiIiKjBY0JEREREDR4TIiIiImrwmBARERFRg8eEyIBWrFiBJk2awNLSEsHBwTh16pShQ6p3oqOjERERAS8vLwiCgJ07dxo6pHpp0aJF6Nq1K+zs7ODm5obnnnsOV69eNXRY9c4333yDDh06qBevCwkJwe7duw0dVr23ePFiCIKAqVOnGjqUemfevHkQBEHjq02bNgaJhQmRgWzevBnTp0/H3LlzcfbsWXTs2BHh4eFIT083dGj1SmFhITp27IgVK1YYOpR67fDhw5g0aRJOnjyJqKgoyOVyhIWFobCw0NCh1Sve3t5YvHgxYmJicObMGfTr1w9Dhw5FXFycoUOrt06fPo1vv/0WHTp0MHQo9VZAQABSUlLUX0ePHjVIHJx2byDBwcHo2rUrvvrqKwAV+6X5+PhgypQp+M9//mPg6OonQRCwY8cOPPfcc4YOpd67d+8e3NzccPjwYfTq1cvQ4dRrTk5O+O9//4vx48cbOpR6p6CgAJ07d8bXX3+NhQsXolOnTli2bJmhw6pX5s2bh507dyI2NtbQobCHyBDKysoQExODAQMGqI9JJBIMGDAAJ06cMGBkRHUjNzcXQMXNmnRDoVBg06ZNKCwsREhIiKHDqZcmTZqEwYMHa/yuprp3/fp1eHl5oVmzZhg1ahTu3LljkDi4uasBZGRkQKFQwN3dXeO4u7s7rly5YqCoiOqGUqnE1KlT8fTTT6Ndu3aGDqfeuXDhAkJCQlBSUgJbW1vs2LED/v7+hg6r3tm0aRPOnj2L06dPGzqUei04OBjr1q1D69atkZKSgvnz56Nnz564ePEi7Ozs9BoLEyIiqlOTJk3CxYsXDVYHUN+1bt0asbGxyM3NxbZt2xAZGYnDhw8zKapDiYmJePvttxEVFQVLS0tDh1OvDRw4UP3/HTp0QHBwMPz8/LBlyxa9DwMzITIAFxcXmJmZIS0tTeN4WloaPDw8DBQV0ZObPHkyfv/9d0RHR8Pb29vQ4dRLFhYWaNGiBQAgKCgIp0+fxvLly/Htt98aOLL6IyYmBunp6ejcubP6mEKhQHR0NL766iuUlpbCzMzMgBHWX46OjmjVqhVu3Lih99dmDZEBWFhYICgoCAcOHFAfUyqVOHDgAGsByCSJoojJkydjx44d+PPPP9G0aVNDh9RgKJVKlJaWGjqMeqV///64cOECYmNj1V9dunTBqFGjEBsby2RIhwoKChAfHw9PT0+9vzZ7iAxk+vTpiIyMRJcuXfDUU09h2bJlKCwsxLhx4wwdWr1SUFCg8ZdGQkICYmNj4eTkBF9fXwNGVr9MmjQJGzduxC+//AI7OzukpqYCABwcHGBlZWXg6OqPmTNnYuDAgfD19UV+fj42btyIQ4cOYe/evYYOrV6xs7OrUv9mY2MDZ2dn1sXVsXfffRcRERHw8/NDcnIy5s6dCzMzM4wcOVLvsTAhMpCXX34Z9+7dw5w5c5CamopOnTphz549VQqt6cmcOXMGffv2VX8/ffp0AEBkZCTWrVtnoKjqn2+++QYA0KdPH43ja9euxdixY/UfUD2Vnp6OMWPGICUlBQ4ODujQoQP27t2L0NBQQ4dG9FiSkpIwcuRIZGZmwtXVFT169MDJkyfh6uqq91i4DhERERE1eKwhIiIiogaPCRERERE1eEyIiIiIqMFjQkREREQNHhMiIiIiavCYEBEREVGDx4SIiIiIGjwmRERERNTgMSEiIpMzduxYPPfccwZ7/dGjR+Pjjz/W+vyMjAy4ubkhKSlJh1ER0ZPgStVEZFQEQajx8blz52LatGkQRRGOjo76CeoBf//9N/r164fbt2/D1tYWQMUeebNmzcKhQ4eQlZUFFxcXBAUFYcmSJWjTpg2Aij2bsrOz8d133+k9ZiJ6NCZERGRUVBvDAsDmzZsxZ84cXL16VX3M1tZWnYgYwoQJE2Bubo6VK1cCAORyOdq2bYvWrVvjgw8+gKenJ5KSkrB7924MGTIE3bp1AwDExcUhKCgIycnJcHJyMlj8RFQ9DpkRkVHx8PBQfzk4OEAQBI1jtra2VYbM+vTpgylTpmDq1Klo1KgR3N3d8b///Q+FhYUYN24c7Ozs0KJFC+zevVvjtS5evIiBAwfC1tYW7u7uGD16NDIyMh4am0KhwLZt2xAREaE+FhcXh/j4eHz99dfo1q0b/Pz88PTTT2PhwoXqZAgAAgIC4OXlhR07dtRdYxFRnWFCRET1wvfffw8XFxecOnUKU6ZMwcSJE/Hiiy+ie/fuOHv2LMLCwjB69GgUFRUBAHJyctCvXz8EBgbizJkz2LNnD9LS0vDSSy899DXOnz+P3NxcdOnSRX3M1dUVEokE27Ztg0KhqDHGp556CkeOHKmbN0xEdYoJERHVCx07dsTs2bPRsmVLzJw5E5aWlnBxccHrr7+Oli1bYs6cOcjMzMT58+cBAF999RUCAwPx8ccfo02bNggMDMSaNWtw8OBBXLt2rdrXuH37NszMzODm5qY+1rhxY3zxxReYM2cOGjVqhH79+uHDDz/EzZs3qzzfy8sLt2/f1k0DENETYUJERPVChw4d1P9vZmYGZ2dntG/fXn3M3d0dAJCeng6gojj64MGD6pokW1tbdQF0fHx8ta9RXFwMmUxWpfB70qRJSE1NxYYNGxASEoKtW7ciICAAUVFRGudZWVmpe6iIyLiYGzoAIqK6IJVKNb4XBEHjmCqJUSqVAICCggJERERgyZIlVa7l6elZ7Wu4uLigqKgIZWVlsLCw0HjMzs4OERERiIiIwMKFCxEeHo6FCxciNDRUfU5WVhZcXV0f7w0SkU4xISKiBqlz5874+eef0aRJE5iba/ersFOnTgCAS5cuqf+/OoIgoE2bNjh+/LjG8YsXL6JPnz6PGTER6RKHzIioQZo0aRKysrIwcuRInD59GvHx8di7dy/GjRv30OJoV1dXdO7cGUePHlUfi42NxdChQ7Ft2zZcunQJN27cwHfffYc1a9Zg6NCh6vOKiooQExODsLAwnb83Iqo9JkRE1CB5eXnh2LFjUCgUCAsLQ/v27TF16lQ4OjpCInn4r8YJEyZgw4YN6u+9vb3RpEkTzJ8/H8HBwejcuTOWL1+O+fPnY9asWerzfvnlF/j6+qJnz546fV9E9Hi4MCMRUS0UFxejdevW2Lx5M0JCQrR+Xrdu3fDWW2/hlVde0WF0RPS42ENERFQLVlZW+OGHH2pcwPGfMjIyMGzYMIwcOVKHkRHRk2APERERETV47CEiIiKiBo8JERERETV4TIiIiIiowWNCRERERA0eEyIiIiJq8JgQERERUYPHhIiIiIgaPCZERERE1OAxISIiIqIG7/8B4KzlRrNQY2UAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "hybrid_motor.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rocket and Aerodynamic surfaces"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "HALCYON = Rocket(\n",
    "    radius=152.4 / 2000,\n",
    "    mass=14613 / 1000,\n",
    "    inertia=(24.56, 24.56, 70.074),\n",
    "    center_of_mass_without_motor=2344 / 1000,\n",
    "    power_off_drag=\"../../data/rockets/astg/DragCoeffOR_off.csv\",\n",
    "    power_on_drag=\"../../data/rockets/astg/DragCoeffOR_on.csv\",\n",
    "    coordinate_system_orientation=\"tail_to_nose\",\n",
    ")\n",
    "\n",
    "HALCYON.set_rail_buttons(2.808, 1.549)\n",
    "\n",
    "HALCYON.add_motor(hybrid_motor, position=20 / 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "NoseCone = HALCYON.add_nose(length=0.46, kind=\"vonKarman\", position=3556 / 1000)\n",
    "\n",
    "FinSet = HALCYON.add_trapezoidal_fins(\n",
    "    n=4,\n",
    "    span=0.125,\n",
    "    root_chord=0.247,\n",
    "    tip_chord=0.045,\n",
    "    position=0.263,\n",
    ")\n",
    "\n",
    "Tail = HALCYON.add_tail(\n",
    "    top_radius=152.4 / 2000, bottom_radius=0.0496, length=0.254, position=0.254\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "Main = HALCYON.add_parachute(\n",
    "    name=\"Main\",\n",
    "    cd_s=9.621,\n",
    "    trigger=\"apogee\",\n",
    "    sampling_rate=100,\n",
    "    lag=5,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Flight Simulation Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_flight = Flight(\n",
    "    rocket=HALCYON, environment=env, inclination=85, heading=90, rail_length=12\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Apogee State\n",
      "\n",
      "Apogee Time: 26.363 s\n",
      "Apogee Altitude: 3342.856 m (ASL) | 3212.856 m (AGL)\n",
      "Apogee Freestream Speed: 19.943 m/s\n",
      "Apogee X position: 765.047 m\n",
      "Apogee Y position: -351.735 m\n",
      "Apogee latitude: 39.3855277°\n",
      "Apogee longitude: -8.2789101°\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_flight.prints.apogee_conditions()\n",
    "test_flight.plots.trajectory_3d()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The following attributes were create and are now available to be used:  ['time', 'altitude', 'az']\n"
     ]
    }
   ],
   "source": [
    "from rocketpy.simulation.flight_data_importer import FlightDataImporter\n",
    "\n",
    "columns_map = {\n",
    "    \"ts\": \"time\",\n",
    "    \"filtered_altitude_AGL\": \"altitude\",\n",
    "    \"filtered_acceleration\": \"az\",\n",
    "}\n",
    "\n",
    "cots_altimeter_flight = FlightDataImporter(\n",
    "    name=\"COTS Altimeter Flight\",\n",
    "    paths=\"../../data/rockets/astg/altimeter_halcyon.csv\",\n",
    "    columns_map=columns_map,\n",
    "    units=None,\n",
    "    interpolation=\"linear\",\n",
    "    extrapolation=\"zero\",\n",
    "    delimiter=\",\",\n",
    "    encoding=\"utf-8\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.altitude, \"RocketPy\"),\n",
    "        (cots_altimeter_flight.altitude, \"COTS Altimeter\"),\n",
    "    ],\n",
    "    title=\"Altitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Altitude (m)\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The following attributes were create and are now available to be used:  ['time', 'latitude', 'longitude']\n"
     ]
    }
   ],
   "source": [
    "columns_map = {\n",
    "    \"ts\": \"time\",\n",
    "    \"latitude\": \"latitude\",\n",
    "    \"longitude\": \"longitude\",\n",
    "}\n",
    "\n",
    "cots_gnss_flight = FlightDataImporter(\n",
    "    name=\"COTS GNSS Flight\",\n",
    "    paths=\"../../data/rockets/astg/gnss_halcyon.csv\",\n",
    "    columns_map=columns_map,\n",
    "    interpolation=\"linear\",\n",
    "    extrapolation=\"zero\",\n",
    "    delimiter=\",\",\n",
    "    encoding=\"utf-8\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Function.compare_plots(\n",
    "    [(test_flight.latitude, \"RocketPy\"), (cots_gnss_flight.latitude, \"Actual - GNSS\")],\n",
    "    title=\"Latitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Latitude (deg)\",\n",
    ")\n",
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.longitude, \"RocketPy\"),\n",
    "        (cots_gnss_flight.longitude, \"Actual - GNSS\"),\n",
    "    ],\n",
    "    title=\"Longitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Longitude (deg)\",\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
